2026-04-20 B1.xlsx

Evidence overview

One sample, linked to its full context

This record preserves the published source signal and applies the dataset's staff-approved normalization policy on demand. Control overlays are shown by default when compatible controls exist.

Organism: Presumptive acid-fast bacilli
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Presumptive acid-fast bacilli | Run: 2026-04-20 inc4 | Role: sample

Public scientific provenance

The public record includes the dataset, run, medium, sample role, published inclusion and preprocessing context, channel design, manufacturer, and platform. Physical sensor IDs, internal array IDs, private manufacturing fields, file paths, and review notes remain protected.

View run and inclusion details

Run and Inclusion Provenance

Run folder	2026-04-20 inc4	Run date	2026-04-20
Media	FB	Incubator	inc4
Well file	2026-04-20 B1.xlsx	Well ID	B1
Sample role	sample	Sample status	mapped_sample
Main analysis included	True	Red/pink flag	False
LW65 problem flag	False	Source group	NBF
Strain source	NBF	Preprocessing	fb_good_data_r0_90_120
Baseline window	90-120 minutes	Feature window	120-2520 minutes

View sensor and manufacturing details

Sensor and Manufacturing Provenance

Channel	Paper label	Manufacturer
LW60	Mapping not established	Not specified
LW61	Mapping not established	Not specified
LW62	Mapping not established	Not specified
LW63	Mapping not established	Not specified
LW64	Mapping not established	Not specified
LW65	Mapping not established	Not specified

View derived sensor features

Sensor Features

Sensor	Feature	Value	Window
LW60	auc_norm	10.98294	2.0-42.0 h
LW60	end_norm	0.41267	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.41267	2.0-42.0 h
LW60	max_norm	0.41267	2.0-42.0 h
LW60	min_norm	0.00000	2.0-42.0 h
LW60	pct_abnormal_rows	0.00000	2.0-42.0 h
LW60	pct_missing_norm	0.00000	2.0-42.0 h
LW60	pct_saturated_rows	0.00000	2.0-42.0 h
LW60	slope_norm	0.01020	2.0-42.0 h
LW61	auc_norm		2.0-42.0 h
LW61	end_norm		2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm		2.0-42.0 h
LW61	max_norm		2.0-42.0 h
LW61	min_norm		2.0-42.0 h
LW61	pct_abnormal_rows	0.00000	2.0-42.0 h
LW61	pct_missing_norm	1.00000	2.0-42.0 h
LW61	pct_saturated_rows	1.00000	2.0-42.0 h
LW61	slope_norm		2.0-42.0 h
LW62	auc_norm		2.0-42.0 h
LW62	end_norm		2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm		2.0-42.0 h
LW62	max_norm		2.0-42.0 h
LW62	min_norm		2.0-42.0 h
LW62	pct_abnormal_rows	0.00000	2.0-42.0 h
LW62	pct_missing_norm	1.00000	2.0-42.0 h
LW62	pct_saturated_rows	0.05017	2.0-42.0 h
LW62	slope_norm		2.0-42.0 h
LW63	auc_norm		2.0-42.0 h
LW63	end_norm		2.0-42.0 h
LW63	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW63	max_abs_norm		2.0-42.0 h
LW63	max_norm		2.0-42.0 h
LW63	min_norm		2.0-42.0 h
LW63	pct_abnormal_rows	0.33278	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.33029	2.0-42.0 h
LW63	slope_norm		2.0-42.0 h
LW64	auc_norm		2.0-42.0 h
LW64	end_norm		2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm		2.0-42.0 h
LW64	max_norm		2.0-42.0 h
LW64	min_norm		2.0-42.0 h
LW64	pct_abnormal_rows	0.00000	2.0-42.0 h
LW64	pct_missing_norm	1.00000	2.0-42.0 h
LW64	pct_saturated_rows	0.54621	2.0-42.0 h
LW64	slope_norm		2.0-42.0 h
LW65	auc_norm	7.35194	2.0-42.0 h
LW65	end_norm	0.25305	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.25305	2.0-42.0 h
LW65	max_norm	0.25305	2.0-42.0 h
LW65	min_norm	0.00663	2.0-42.0 h
LW65	pct_abnormal_rows	0.00000	2.0-42.0 h
LW65	pct_missing_norm	0.00000	2.0-42.0 h
LW65	pct_saturated_rows	0.00000	2.0-42.0 h
LW65	slope_norm	0.00477	2.0-42.0 h

Staff-approved calculation

Normalization Policy

The normalized plot is calculated on demand with the policy saved for this dataset. Visitors may choose channels and control visibility, but only authorized staff can change the scientific calculation. Stored source measurements are never overwritten.

Saved dataset policy

Stored max-absolute-scaled response

Uses clean resistance and a mean baseline from 0.3 to 1 hours, then divides the signed baseline-relative response by the maximum absolute value of its sample-by-sensor trace. Values are dimensionless and bounded from -1 to 1. This policy applies to every public normalized view of FB-v0.

x = (clean signal - mean R0) / abs(mean R0); y = x / max(|x|), per sample and sensor trace

Source: Clean signal · Baseline: Mean 0.30–1 h · Calculated from 808 source points

Control overlay: mean of 5 control samples matched from the same dataset batch. Dashed lines are controls; solid lines are this sample.

View per-sensor baseline diagnostics and readiness

Per-Sensor Baseline Diagnostics

Ready means the selected source has enough valid baseline points for this strategy. A warning explains why a channel could not be calculated.

Sensor	Baseline points	Center	Standard deviation	Status
LW60	5	4213.06000	47.47829	Ready
LW65	5	15429.78727	408.59786	Ready

Compare every normalization strategy

Stored max-absolute-scaled response

x = (clean signal - mean R0) / abs(mean R0); y = x / max(|x|), per sample and sensor trace

Calculates a signed response from the approved baseline window, then preserves its sign and shape while scaling each trace to the interval [-1, 1].

Use with care: Because each trace is scaled independently, response magnitude cannot be compared between samples or sensor channels.

Imported baseline-normalized

Use the normalized value supplied with the published dataset

Reproduces the source dataset's stored response without recalculating a baseline.

Use with care: The source pipeline and baseline definition may differ between datasets; inspect dataset provenance before comparing values.

Source signal (no normalization)

y = raw or clean signal

Shows the selected source measurement as stored, with no baseline transformation.

Use with care: Absolute sensor levels can differ across channels and arrays, so magnitude alone is not a cross-sensor comparison.

Absolute baseline-relative change

|ΔR/R₀| = |R(t) − R₀| / |R₀|

Reports the size of change from the baseline while ignoring direction.

Use with care: A missing or near-zero baseline cannot produce a stable value.

Signed baseline-relative change

ΔR/R₀ = (R(t) − R₀) / |R₀|

Preserves whether the signal rises or falls relative to the baseline.

Use with care: A missing or near-zero baseline cannot produce a stable value.

Baseline ratio

R(t) / R₀

Expresses each measurement as a multiple of its baseline level.

Use with care: Ratios become unstable when the baseline is close to zero.

Baseline z-score

z = (R(t) − center(R₀)) / sd(R₀)

Expresses change in units of baseline variability for that sensor.

Use with care: Requires at least two variable baseline observations.

Raw Signal Plot

Immutable source signal

Direct resistance evidence before normalization.

Line pattern identifies channel and control role; color is supplementary.

X: elapsed time (hours), linear scaleY: raw resistance (Ω), linear scale

Channel and role	Visual style	Elapsed time range	Raw resistance range
LW60	Solid sample line	0.00–67.17 h	3352.55–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–67.17 h	3352.55–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–67.17 h	3352.55–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–67.17 h	3352.55–49923.62 Ω

Configured Normalized Time-Series Plot

On-demand normalized signal

Stored max-absolute-scaled response; stored raw measurements are unchanged.

Line pattern identifies channel and control role; color is supplementary.

X: elapsed time (hours), linear scaleY: Max-absolute-scaled response (dimensionless), linear scale

Channel and role	Visual style	Elapsed time range	Max-absolute-scaled response range
LW60	Solid sample line	0.00–67.17 h	-0.89653–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–67.17 h	-0.89653–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–67.17 h	-0.89653–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–67.17 h	-0.89653–1.00000 dimensionless

Selected-Sensor Time-Series Preview

The displayed value follows the selected strategy. Imported and source values remain available for provenance.

View 160 selected-sensor source values

Sensor	Elapsed h	Displayed value	Imported normalized	R0	Raw	Clean	Baseline valid
LW60	0.00	-0.46999	-0.46999	4231.00	3352.55	3352.55	True
LW60	0.17	-0.10495	-0.10495	4231.00	4020.90	4020.90	True
LW60	0.33	-0.04110	-0.04110	4231.00	4137.80	4137.80	True
LW60	0.50	-0.00768	-0.00768	4231.00	4199.00	4199.00	True
LW60	0.67	0.00636	0.00636	4231.00	4224.70	4224.70	True
LW60	0.83	0.02061	0.02061	4231.00	4250.80	4250.80	True
LW60	1.00	0.02181	0.02181	4231.00	4253.00	4253.00	True
LW60	1.17	0.01941	0.01941	4231.00	4248.60	4248.60	True
LW60	1.33	0.00980	0.00980	4231.00	4231.00	4231.00	True
LW60	1.50	0.00980	0.00980	4231.00	4231.00	4231.00	True
LW60	1.67	0.00980	0.00980	4231.00	4231.00	4231.00	True
LW60	1.83	0.00980	0.00980	4231.00	4231.00	4231.00	True
LW60	2.00	0.00980	0.00980	4231.00	4231.00	4231.00	True
LW60	2.17	0.00980	0.00980	4231.00	4231.00	4231.00	True
LW60	2.33	0.01460	0.01460	4231.00	4239.80	4239.80	True
LW60	2.50	0.01220	0.01220	4231.00	4235.40	4235.40	True
LW60	2.67	0.01220	0.01220	4231.00	4235.40	4235.40	True
LW60	2.83	0.01701	0.01701	4231.00	4244.20	4244.20	True
LW60	3.00	0.02072	0.02072	4231.00	4251.00	4251.00	True
LW60	3.17	0.01701	0.01701	4231.00	4244.20	4244.20	True
LW60	3.33	0.02181	0.02181	4231.00	4253.00	4253.00	True
LW60	3.50	0.02181	0.02181	4231.00	4253.00	4253.00	True
LW60	3.67	0.02181	0.02181	4231.00	4253.00	4253.00	True
LW60	3.83	0.02181	0.02181	4231.00	4253.00	4253.00	True
LW60	4.00	0.02181	0.02181	4231.00	4253.00	4253.00	True
LW60	4.17	0.02181	0.02181	4231.00	4253.00	4253.00	True
LW60	4.33	0.03383	0.03383	4231.00	4275.00	4275.00	True
LW60	4.50	0.03383	0.03383	4231.00	4275.00	4275.00	True
LW60	4.67	0.04464	0.04464	4231.00	4294.80	4294.80	True
LW60	4.83	0.04585	0.04585	4231.00	4297.00	4297.00	True
LW60	5.00	0.04585	0.04585	4231.00	4297.00	4297.00	True
LW60	5.17	0.05273	0.05273	4231.00	4309.60	4309.60	True
LW60	5.33	0.05731	0.05731	4231.00	4318.00	4318.00	True
LW60	5.50	0.05731	0.05731	4231.00	4318.00	4318.00	True
LW60	5.67	0.05852	0.05852	4231.00	4320.20	4320.20	True
LW60	5.83	0.06715	0.06715	4231.00	4336.00	4336.00	True
LW60	6.00	0.06933	0.06933	4231.00	4340.00	4340.00	True
LW60	6.17	0.07173	0.07173	4231.00	4344.40	4344.40	True
LW60	6.33	0.08135	0.08135	4231.00	4362.00	4362.00	True
LW60	6.50	0.08856	0.08856	4231.00	4375.20	4375.20	True
LW60	6.67	0.09566	0.09566	4231.00	4388.20	4388.20	True
LW60	6.83	0.10702	0.10702	4231.00	4409.00	4409.00	True
LW60	7.00	0.12165	0.12165	4231.00	4435.80	4435.80	True
LW60	7.17	0.13848	0.13848	4231.00	4466.60	4466.60	True
LW60	7.33	0.15890	0.15890	4231.00	4504.00	4504.00	True
LW60	7.50	0.18119	0.18119	4231.00	4544.80	4544.80	True
LW60	7.67	0.20161	0.20161	4231.00	4582.20	4582.20	True
LW60	7.83	0.22117	0.22117	4231.00	4618.00	4618.00	True
LW60	8.00	0.24126	0.24126	4231.00	4654.80	4654.80	True
LW60	8.17	0.26289	0.26289	4231.00	4694.40	4694.40	True
LW60	8.33	0.28053	0.28053	4231.00	4726.70	4726.70	True
LW60	8.50	0.30080	0.30080	4231.00	4763.80	4763.80	True
LW60	8.67	0.31762	0.31762	4231.00	4794.60	4794.60	True
LW60	8.83	0.33422	0.33422	4231.00	4825.00	4825.00	True
LW60	9.00	0.35006	0.35006	4231.00	4854.00	4854.00	True
LW60	9.17	0.36448	0.36448	4231.00	4880.40	4880.40	True
LW60	9.33	0.37650	0.37650	4231.00	4902.40	4902.40	True
LW60	9.50	0.39091	0.39091	4231.00	4928.80	4928.80	True
LW60	9.67	0.40293	0.40293	4231.00	4950.80	4950.80	True
LW60	9.83	0.41505	0.41505	4231.00	4973.00	4973.00	True
LW60	10.00	0.42456	0.42456	4231.00	4990.40	4990.40	True
LW60	10.17	0.43297	0.43297	4231.00	5005.80	5005.80	True
LW60	10.33	0.44143	0.44143	4231.00	5021.30	5021.30	True
LW60	10.50	0.45274	0.45274	4231.00	5042.00	5042.00	True
LW60	10.67	0.46115	0.46115	4231.00	5057.40	5057.40	True
LW60	10.83	0.46913	0.46913	4231.00	5072.00	5072.00	True
LW60	11.00	0.47677	0.47677	4231.00	5086.00	5086.00	True
LW60	11.17	0.48759	0.48759	4231.00	5105.80	5105.80	True
LW60	11.33	0.49480	0.49480	4231.00	5119.00	5119.00	True
LW60	11.50	0.50080	0.50080	4231.00	5130.00	5130.00	True
LW60	11.67	0.50921	0.50921	4231.00	5145.40	5145.40	True
LW60	11.83	0.51391	0.51391	4231.00	5154.00	5154.00	True
LW60	12.00	0.52483	0.52483	4231.00	5174.00	5174.00	True
LW60	12.17	0.52483	0.52483	4231.00	5174.00	5174.00	True
LW60	12.33	0.53445	0.53445	4231.00	5191.60	5191.60	True
LW60	12.50	0.53685	0.53685	4231.00	5196.00	5196.00	True
LW60	12.67	0.54526	0.54526	4231.00	5211.40	5211.40	True
LW60	12.83	0.54887	0.54887	4231.00	5218.00	5218.00	True
LW60	13.00	0.55012	0.55012	4231.00	5220.30	5220.30	True
LW60	13.17	0.56017	0.56017	4231.00	5238.70	5238.70	True
LW65	0.00	-0.67957	-0.67957	16179.10	11899.91	11899.91	True
LW65	0.17	-0.23081	-0.23081	16179.10	14230.90	14230.90	True
LW65	0.33	-0.11266	-0.11266	16179.10	14844.60	14844.60	True
LW65	0.50	-0.03831	-0.03831	16179.10	15230.80	15230.80	True
LW65	0.67	0.00988	0.00988	16179.10	15481.10	15481.10	True
LW65	0.83	0.05410	0.05410	16179.10	15710.80	15710.80	True
LW65	1.00	0.08699	0.08699	16179.10	15881.64	15881.64	True
LW65	1.17	0.10215	0.10215	16179.10	15960.40	15960.40	True
LW65	1.33	0.11151	0.11151	16179.10	16009.00	16009.00	True
LW65	1.50	0.12398	0.12398	16179.10	16073.80	16073.80	True
LW65	1.67	0.13750	0.13750	16179.10	16144.00	16144.00	True
LW65	1.83	0.15101	0.15101	16179.10	16214.20	16214.20	True
LW65	2.00	0.16491	0.16491	16179.10	16286.36	16286.36	True
LW65	2.17	0.18168	0.18168	16179.10	16373.50	16373.50	True
LW65	2.33	0.19260	0.19260	16179.10	16430.20	16430.20	True
LW65	2.50	0.19987	0.19987	16179.10	16468.00	16468.00	True
LW65	2.67	0.20875	0.20875	16179.10	16514.10	16514.10	True
LW65	2.83	0.21770	0.21770	16179.10	16560.60	16560.60	True
LW65	3.00	0.22795	0.22795	16179.10	16613.82	16613.82	True
LW65	3.17	0.23437	0.23437	16179.10	16647.20	16647.20	True
LW65	3.33	0.24546	0.24546	16179.10	16704.80	16704.80	True
LW65	3.50	0.25538	0.25538	16179.10	16756.30	16756.30	True
LW65	3.67	0.26697	0.26697	16179.10	16816.50	16816.50	True
LW65	3.83	0.28064	0.28064	16179.10	16887.50	16887.50	True
LW65	4.00	0.29816	0.29816	16179.10	16978.55	16978.55	True
LW65	4.17	0.32070	0.32070	16179.10	17095.60	17095.60	True
LW65	4.33	0.34500	0.34500	16179.10	17221.80	17221.80	True
LW65	4.50	0.36725	0.36725	16179.10	17337.40	17337.40	True
LW65	4.67	0.38850	0.38850	16179.10	17447.80	17447.80	True
LW65	4.83	0.40285	0.40285	16179.10	17522.30	17522.30	True
LW65	5.00	0.42050	0.42050	16179.10	17614.00	17614.00	True
LW65	5.17	0.42468	0.42468	16179.10	17635.70	17635.70	True
LW65	5.33	0.43263	0.43263	16179.10	17677.00	17677.00	True
LW65	5.50	0.43529	0.43529	16179.10	17690.80	17690.80	True
LW65	5.67	0.43906	0.43906	16179.10	17710.40	17710.40	True
LW65	5.83	0.44520	0.44520	16179.10	17742.27	17742.27	True
LW65	6.00	0.44913	0.44913	16179.10	17762.70	17762.70	True
LW65	6.17	0.45021	0.45021	16179.10	17768.30	17768.30	True
LW65	6.33	0.45342	0.45342	16179.10	17785.00	17785.00	True
LW65	6.50	0.45935	0.45935	16179.10	17815.80	17815.80	True
LW65	6.67	0.46097	0.46097	16179.10	17824.20	17824.20	True
LW65	6.83	0.46371	0.46371	16179.10	17838.45	17838.45	True
LW65	7.00	0.47156	0.47156	16179.10	17879.20	17879.20	True
LW65	7.17	0.48018	0.48018	16179.10	17924.00	17924.00	True
LW65	7.33	0.48719	0.48719	16179.10	17960.40	17960.40	True
LW65	7.50	0.49789	0.49789	16179.10	18016.00	18016.00	True
LW65	7.67	0.50263	0.50263	16179.10	18040.60	18040.60	True
LW65	7.83	0.51037	0.51037	16179.10	18080.82	18080.82	True
LW65	8.00	0.52096	0.52096	16179.10	18135.80	18135.80	True
LW65	8.17	0.52904	0.52904	16179.10	18177.80	18177.80	True
LW65	8.33	0.53336	0.53336	16179.10	18200.20	18200.20	True
LW65	8.50	0.54198	0.54198	16179.10	18245.00	18245.00	True
LW65	8.67	0.54737	0.54737	16179.10	18273.00	18273.00	True
LW65	8.83	0.55252	0.55252	16179.10	18299.73	18299.73	True
LW65	9.00	0.55492	0.55492	16179.10	18312.20	18312.20	True
LW65	9.17	0.56300	0.56300	16179.10	18354.20	18354.20	True
LW65	9.33	0.56839	0.56839	16179.10	18382.20	18382.20	True
LW65	9.50	0.57378	0.57378	16179.10	18410.20	18410.20	True
LW65	9.67	0.57756	0.57756	16179.10	18429.80	18429.80	True
LW65	9.83	0.58241	0.58241	16179.10	18455.00	18455.00	True
LW65	10.00	0.58618	0.58618	16179.10	18474.60	18474.60	True
LW65	10.17	0.59319	0.59319	16179.10	18511.00	18511.00	True
LW65	10.33	0.59588	0.59588	16179.10	18525.00	18525.00	True
LW65	10.50	0.59804	0.59804	16179.10	18536.20	18536.20	True
LW65	10.67	0.59804	0.59804	16179.10	18536.20	18536.20	True
LW65	10.83	0.60250	0.60250	16179.10	18559.36	18559.36	True
LW65	11.00	0.60667	0.60667	16179.10	18581.00	18581.00	True
LW65	11.17	0.60990	0.60990	16179.10	18597.80	18597.80	True
LW65	11.33	0.61044	0.61044	16179.10	18600.60	18600.60	True
LW65	11.50	0.61421	0.61421	16179.10	18620.20	18620.20	True
LW65	11.67	0.61974	0.61974	16179.10	18648.90	18648.90	True
LW65	11.83	0.62229	0.62229	16179.10	18662.18	18662.18	True
LW65	12.00	0.62626	0.62626	16179.10	18682.80	18682.80	True
LW65	12.17	0.62680	0.62680	16179.10	18685.60	18685.60	True
LW65	12.33	0.63381	0.63381	16179.10	18722.00	18722.00	True
LW65	12.50	0.63812	0.63812	16179.10	18744.40	18744.40	True
LW65	12.67	0.64082	0.64082	16179.10	18758.40	18758.40	True
LW65	12.83	0.64240	0.64240	16179.10	18766.64	18766.64	True
LW65	13.00	0.64359	0.64359	16179.10	18772.80	18772.80	True
LW65	13.17	0.64748	0.64748	16179.10	18793.00	18793.00	True

This region contains a wide data table. Use horizontal scrolling to reveal additional columns when needed.

One sample, linked to its full context

Run and Inclusion Provenance

Sensor and Manufacturing Provenance

Sensor Features

Normalization Policy

Stored max-absolute-scaled response

Channels

Control display

Per-Sensor Baseline Diagnostics

Stored max-absolute-scaled response

Imported baseline-normalized

Source signal (no normalization)

Absolute baseline-relative change

Signed baseline-relative change

Baseline ratio

Baseline z-score

Raw Signal Plot

Immutable source signal

Configured Normalized Time-Series Plot

On-demand normalized signal

Selected-Sensor Time-Series Preview